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Release note of v0.3.0

Open typhoonzero opened this issue 4 years ago • 5 comments

Please edit this issue to add release notes below:

  • Support TO EVALUATE clause to evaluate a model.
  • SQLFlow model zoo, support publicly share model definitions and models.

typhoonzero avatar Jun 22 '20 06:06 typhoonzero

  • Support mathematical programming using SQL

typhoonzero avatar Jun 22 '20 06:06 typhoonzero

  • Support feature column in XGBoost model, including training, evaluating, prediction and explaining.
  • Support incremental training for both TensorFlow and XGBoost models.

sneaxiy avatar Jun 22 '20 06:06 sneaxiy

  • Add logs to record runtime status

weiguoz avatar Jun 22 '20 06:06 weiguoz

  • Command-line Tool support release/remove model/repo
  • Support SHOW TRAIN statement go get original SQL
  • Create the SQLFlow Playground as a quick-start environment

lhw362950217 avatar Jun 22 '20 07:06 lhw362950217

  • Improvement
    • Improve the user experience on workflow mode, including improving workflow log structure, return selected rows, and diagnostic message to the GUI system.
    • Improve some diagnostic messages on the workflow model.
    • Supports passing all the selected columns into the prediction result table.
    • Decompose the all-in-one Docker image into separated Docker images.

Yancey1989 avatar Jun 22 '20 12:06 Yancey1989